Starting a learning log
Why I'm learning ML pipeline engineering and lab automation in public, and the roadmap I'm following.
I’m a chemist who already uses Python and machine learning to analyze spectra. The next step is the engineering around the models: data pipelines, training and evaluation workflows, MLOps basics, and controlling instruments from code so experiments can run themselves.
This log is where I’ll write down what I learn as I go: short entries, mini-projects and code. Entries that grow into something substantial will graduate into Projects.
The current plan is on the roadmap.
TODO(Sidney): add one sentence on what you're working on first.